Volleyball Stats Shiny Dashboard
Project 2
Willow White
Introduction
- Goal:
- Create a shiny dashboard for visualizing volleyball statistics
- Tool for coaches and players
- My dataset:
- NCAA (National Collegiate Athletic Association) Women’s Volleyball Stats 2012 - 2019
- 781,962 observations, 26 variables –> 781,962 observations, 17 variables
- Each row player + game
- All players participated
App 1
- Table displaying different stats
- Change player or team
- Slider to filter for year
- Average or all stats
- Rachel Todorovich, all stats, 2012
- Helpful for looking at particular games
| All Stats Rachel Todorovich 2012 | |||||||||||||||
| year | team | attackAttempts | attackErrors | ballHandlingErrors | blockAssists | blockSolos | blockingErrors | digs | hittingPercentage | kills | points | receptionErrors | serviceAces | serviceErrors | state |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rachel Todorovich | |||||||||||||||
| 2012 | washington-st | 40.0 | 8.0 | 0.0 | 3.0 | 0.0 | 1.0 | 2.0 | 0.1 | 14.0 | 15.5 | 1.0 | 0.0 | 1.0 | Washington |
| 2012 | washington-st | 15.0 | 2.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.4 | 8.0 | 9.5 | 0.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 23.0 | 2.0 | 0.0 | 1.0 | 0.0 | 0.0 | 3.0 | 0.6 | 15.0 | 15.5 | 0.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 38.0 | 7.0 | 0.0 | 1.0 | 0.0 | 0.0 | 2.0 | 0.3 | 17.0 | 17.5 | 0.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 33.0 | 2.0 | 0.0 | 2.0 | 0.0 | 0.0 | 1.0 | 0.3 | 13.0 | 14.0 | 1.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 25.0 | 4.0 | 0.0 | 3.0 | 1.0 | 0.0 | 1.0 | 0.0 | 5.0 | 7.5 | 1.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 42.0 | 4.0 | 0.0 | 0.0 | 0.0 | 1.0 | 7.0 | 0.4 | 19.0 | 20.0 | 0.0 | 1.0 | 1.0 | Washington |
| 2012 | washington-st | 30.0 | 5.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 0.3 | 15.0 | 15.0 | 0.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 21.0 | 4.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | −0.1 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 24.0 | 3.0 | 0.0 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 4.0 | 6.5 | 1.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 32.0 | 2.0 | 0.0 | 1.0 | 0.0 | 2.0 | 2.0 | 0.2 | 8.0 | 8.5 | 0.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 15.0 | 0.0 | 0.0 | 2.0 | 1.0 | 0.0 | 1.0 | 0.4 | 6.0 | 8.0 | 0.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 9.0 | 0.0 | 0.0 | 3.0 | 1.0 | 0.0 | 1.0 | 0.9 | 8.0 | 10.5 | 0.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 15.0 | 2.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.4 | 8.0 | 9.0 | 0.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 38.0 | 5.0 | 0.0 | 4.0 | 0.0 | 0.0 | 4.0 | 0.3 | 15.0 | 17.0 | 0.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 21.0 | 2.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.2 | 7.0 | 7.5 | 1.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 24.0 | 4.0 | 0.0 | 3.0 | 1.0 | 0.0 | 3.0 | 0.2 | 9.0 | 11.5 | 0.0 | 0.0 | 2.0 | Washington |
| 2012 | washington-st | 30.0 | 5.0 | 0.0 | 1.0 | 1.0 | 0.0 | 9.0 | 0.1 | 8.0 | 9.5 | 0.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 20.0 | 3.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.1 | 6.0 | 6.5 | 1.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 27.0 | 2.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.3 | 11.0 | 12.0 | 0.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 28.0 | 4.0 | 0.0 | 4.0 | 0.0 | 0.0 | 3.0 | 0.2 | 11.0 | 13.0 | 1.0 | 0.0 | 0.0 | Washington |
| 2012 | washington-st | 26.0 | 6.0 | 0.0 | 3.0 | 0.0 | 1.0 | 2.0 | 0.0 | 6.0 | 7.5 | 0.0 | 0.0 | 0.0 | Washington |
- Rachel Todorovich, average stats, 2012
- Helpful for looking at overall trends
| Average Stats Rachel Todorovich 2012 | |||||||||||||
| player | avg_attackAttempts | avg_attackErrors | avg_digs | avg_ballHandlingErrors | avg_blockAssists | avg_blockSolos | avg_blockingErrors | avg_hittingPercentage | avg_kills | avg_points | avg_receptionErrors | avg_serviceAces | avg_serviceErrors |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rachel Todorovich | 26.2 | 3.5 | 2.1 | 0.0 | 2.0 | 0.3 | 0.2 | 0.3 | 9.7 | 11.1 | 0.3 | 0.0 | 0.2 |
- WSU, average stats, 2012
- Helpful for comparing players
| Average Stats WSU 2012 | |||||||||||||
| player | avg_attackAttempts | avg_attackErrors | avg_digs | avg_ballHandlingErrors | avg_blockAssists | avg_blockSolos | avg_blockingErrors | avg_hittingPercentage | avg_kills | avg_points | avg_receptionErrors | avg_serviceAces | avg_serviceErrors |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Alyssa Wold | 0.3 | 0.0 | 0.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2 | 0.0 | 0.2 | 0.2 |
| Anna Stecowska | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5 |
| Aurora Vasquez | 2.7 | 0.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1 | 0.7 | 0.7 | 0.0 | 0.0 | 0.0 |
| Camryn Irwin | 3.8 | 0.6 | 8.2 | 0.4 | 2.2 | 0.2 | 0.4 | 0.2 | 1.5 | 3.7 | 0.0 | 0.8 | 0.6 |
| Chelsey Bettinson | 3.6 | 1.2 | 0.3 | 0.0 | 0.6 | 0.0 | 0.1 | −0.2 | 0.9 | 1.2 | 0.0 | 0.0 | 0.0 |
| Jaicee Harris | 43.5 | 6.4 | 8.7 | 0.0 | 1.5 | 0.0 | 0.2 | 0.2 | 13.6 | 15.3 | 1.0 | 0.9 | 1.3 |
| Kate Sommer | 0.2 | 0.1 | 14.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1 | 0.6 | 0.6 | 0.5 | 0.4 |
| Maile Scarpino | 0.3 | 0.0 | 5.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1 | 0.8 | 0.7 | 0.7 | 1.1 |
| Marcelina Glab | 16.8 | 2.7 | 1.3 | 0.0 | 3.8 | 0.1 | 0.3 | 0.3 | 7.5 | 10.2 | 0.0 | 0.7 | 0.8 |
| Megan Mcmanus | 1.2 | 0.5 | 0.8 | 0.8 | 0.0 | 0.0 | 0.0 | −0.1 | 0.2 | 0.2 | 0.0 | 0.0 | 0.2 |
| Rachel Todorovich | 26.2 | 3.5 | 2.1 | 0.0 | 2.0 | 0.3 | 0.2 | 0.3 | 9.7 | 11.1 | 0.3 | 0.0 | 0.2 |
| Shawna Lum | 0.0 | 0.0 | 5.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2 | 0.8 | 0.2 | 0.6 |
| Stephanie Logan | 11.3 | 2.0 | 1.4 | 0.0 | 2.0 | 0.0 | 0.2 | 0.1 | 4.2 | 5.2 | 0.0 | 0.0 | 0.0 |
| Ver'leea Hardaway | 13.9 | 2.0 | 0.4 | 0.0 | 3.2 | 0.4 | 0.7 | 0.4 | 6.9 | 8.9 | 0.0 | 0.0 | 0.0 |
Tab 2 on website
- Volleyball popularity map
- Most popular/most teams in Texas and California
App 2
- Volleyball stats by state map
- Mean kills
App 3
- Volleyball stats bar graph
- Select player or team
- Selct statistics of interest
- Change year
